Update app.py
Browse files
app.py
CHANGED
@@ -1,24 +1,24 @@
|
|
1 |
-
from fastapi import FastAPI
|
2 |
-
from transformers import pipeline
|
3 |
-
|
4 |
-
##create a new fastapi app instance
|
5 |
-
app=FastAPI()
|
6 |
-
|
7 |
-
##Initialize the text generation pipeline
|
8 |
-
pipe = pipeline("text2text-generation", model="google/flan-t5-small")
|
9 |
-
|
10 |
-
@app.get("/")
|
11 |
-
def home():
|
12 |
-
return {"message": "Welcome to the Text Generation API"}
|
13 |
-
|
14 |
-
## Define a function to handle GET Request at '/generate'
|
15 |
-
|
16 |
-
@app.get("/generate")
|
17 |
-
def generate(text:str):
|
18 |
-
## use the pipeline to generate text based on the input 'text'
|
19 |
-
output=pipe(text)
|
20 |
-
|
21 |
-
## return the generated text in Json response
|
22 |
-
return {"output":output[0]['generated_text']}
|
23 |
-
|
24 |
|
|
|
1 |
+
from fastapi import FastAPI
|
2 |
+
from transformers import pipeline
|
3 |
+
|
4 |
+
##create a new fastapi app instance
|
5 |
+
app=FastAPI()
|
6 |
+
|
7 |
+
##Initialize the text generation pipeline
|
8 |
+
pipe = pipeline("text2text-generation", model="google/flan-t5-small", clean_up_tokenization_spaces=True)
|
9 |
+
|
10 |
+
@app.get("/")
|
11 |
+
def home():
|
12 |
+
return {"message": "Welcome to the Text Generation API"}
|
13 |
+
|
14 |
+
## Define a function to handle GET Request at '/generate'
|
15 |
+
|
16 |
+
@app.get("/generate")
|
17 |
+
def generate(text:str):
|
18 |
+
## use the pipeline to generate text based on the input 'text'
|
19 |
+
output=pipe(text)
|
20 |
+
|
21 |
+
## return the generated text in Json response
|
22 |
+
return {"output":output[0]['generated_text']}
|
23 |
+
|
24 |
|